Tech Stack
Description
AirSense is an AI-powered web application that delivers real-time air quality monitoring, 7-day pollutant forecasts, and personalized health insights to help users make informed environmental decisions. Designed for usability and scientific accuracy, AirSense simplifies complex environmental data and presents it through an interactive and intuitive user interface
The platform combines Next.js for a sleek, responsive frontend with Flask-based backend services that process historical pollutant data and generate 7-day forecasts using ARIMA statistical models. AirSense integrates the OpenWeather API for real-time pollutant data and the Hugging Face Inference API to generate natural language insights based on air quality trends. The application supports public health awareness by offering actionable recommendations tailored to location and pollutant exposure levels
Whether users want to check today’s air quality, explore historical pollution trends, or plan their week based on air safety levels, AirSense provides a comprehensive, AI-enhanced experience—bridging data and action.
- Engineered a full-stack air quality app using Next.js, TypeScript, Flask, and Tailwind CSS
- Integrated with OpenWeather’s Air Pollution API to fetch real-time AQI and pollutant data across global locations
- Designed a dynamic UI featuring search functionality, pollutant visualizations, and health-based AQI classifications
- Implemented ARIMA forecasting models in Flask to predict pollutant levels 7 days into the future
- Leveraged Hugging Face's hosted LLM to generate personalized insights and health advisories from forecasted data
- Built a Forecast Carousel and graph components to visualize historical vs predicted AQI trends
- Enabled responsive, mobile-first design to ensure accessibility across devices.
- Incorporated smooth animations and transitions for enhanced user experience
- Deployed on Vercel (frontend) and Render (backend) for seamless, scalable access
Page Info
Air Quality Insights Card
Color coded card that diplays AQI (Air Quality Insights and AI generated causes & recommendation
Other pollutants Card
Shows other pollutants in the entered location
Other application functionalities
Comprehensive admin dashboard for product and order management
